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456 Publications
2025 | Preprint | LibreCat-ID: 61152
@article{Umuroglu_Berganski_Jentzsch_Danilowicz_Kryjak_Bezaitis_Sjalander_Colbert_Preusser_Petri-Koenig_et al., title={SIRA: Scaled-Integer Range Analysis for Optimizing FPGA Dataflow Neural Network Accelerators}, author={Umuroglu, Yaman and Berganski, Christoph and Jentzsch, Felix and Danilowicz, Michal and Kryjak, Tomasz and Bezaitis, Charalampos and Sjalander, Magnus and Colbert, Ian and Preusser, Thomas and Petri-Koenig, Jakoba and et al.} }
LibreCat
2025 | Journal Article | LibreCat-ID: 62020
@article{Awais_Mohammadi_Platzner_2025, title={Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators}, volume={33}, DOI={10.1109/tvlsi.2025.3559377}, number={9}, journal={IEEE Transactions on Very Large Scale Integration (VLSI) Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Awais, Muhammad and Mohammadi, Hassan Ghasemzadeh and Platzner, Marco}, year={2025}, pages={2395–2405} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 62018
@inproceedings{Jalil_Awais_Ahmed_Mohammadi_Jungeblut_Platzner_2025, title={Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators}, DOI={10.1109/dsn-w65791.2025.00048}, booktitle={2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)}, publisher={IEEE}, author={Jalil, Farjana and Awais, Muhammad and Ahmed, Qazi Arbab and Mohammadi, Hassan Ghasemzadeh and Jungeblut, Thorsten and Platzner, Marco}, year={2025} }
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2025 | Conference Paper | LibreCat-ID: 62019
@inproceedings{Hadipour_Jafari_Awais_Platzner_2025, title={A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation}, DOI={10.1109/ddecs63720.2025.11006769}, booktitle={2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Hadipour, Amir Hossein and Jafari, Atousa and Awais, Muhammad and Platzner, Marco}, year={2025} }
LibreCat
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2025 | Mastersthesis | LibreCat-ID: 62268
@book{Bengaluru Amarnath_2025, title={Design and Integration of Intra-Process Communication for ROS 2 into ReconROS}, publisher={Paderborn University}, author={Bengaluru Amarnath, Prajwal}, year={2025} }
LibreCat
2024 | Journal Article | LibreCat-ID: 52686
@article{Ahmed_Wiersema_Platzner_2024, title={Post-configuration Activation of Hardware Trojans in FPGAs}, DOI={10.1007/s41635-024-00147-5}, journal={Journal of Hardware and Systems Security}, publisher={Springer Science and Business Media LLC}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, year={2024} }
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2024 | Mastersthesis | LibreCat-ID: 54245
@book{Henke_2024, title={Exploring Custom FPGA Accelerators for DNN-based RF Fingerprinting}, author={Henke, Luca-Sebastian}, year={2024} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 54468
@inproceedings{Awais_Ghasemzadeh Mohammadi_Platzner_2024, title={DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing}, booktitle={To apear in IEEE ISVLSI 2024}, author={Awais, Muhammad and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, year={2024} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 56481
@inproceedings{Berganski_Jentzsch_Platzner_Kuhmichel_Giefers_2024, title={FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers}, author={Berganski, Christoph and Jentzsch, Felix and Platzner, Marco and Kuhmichel, Max and Giefers, Heiner}, year={2024} }
LibreCat
2024 | Bachelorsthesis | LibreCat-ID: 58132
@book{Hartinger_2024, title={Controlling I/O Devices from Hardware-Mapped ReconROS Nodes}, publisher={Paderborn University}, author={Hartinger, Maximilian}, year={2024} }
LibreCat
2023 | Dissertation | LibreCat-ID: 47837
@book{Hansmeier_2023, title={XCS for Self-awareness in Autonomous Computing Systems}, author={Hansmeier, Tim}, year={2023} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 53794
@inproceedings{Lienen_Brede_Karger_Koch_Logan_Mazur_Nowosad_Schnelle_Waizy_Platzner_2023, title={AutonomROS: A ReconROS-based Autonomous Driving Unit}, DOI={10.1109/irc59093.2023.00056}, booktitle={2023 Seventh IEEE International Conference on Robotic Computing (IRC)}, publisher={IEEE}, author={Lienen, Christian and Brede, Mathis and Karger, Daniel and Koch, Kevin and Logan, Dalisha and Mazur, Janet and Nowosad, Alexander Philipp and Schnelle, Alexander and Waizy, Mohness and Platzner, Marco}, year={2023} }
LibreCat
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2023 | Conference Paper | LibreCat-ID: 45913
@inproceedings{Clausing_Guetattfi_Kaufmann_Lienen_Platzner_2023, title={On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64}, DOI={https://doi.org/10.1007/978-3-031-42921-7_17}, booktitle={Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)}, author={Clausing, Lennart and Guetattfi, Zakarya and Kaufmann, Paul and Lienen, Christian and Platzner, Marco}, year={2023} }
LibreCat
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2023 | Conference Paper | LibreCat-ID: 46229
@inproceedings{Lienen_Nowosad_Platzner, title={Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms}, DOI={https://doi.org/10.1145/3637843.3637846}, booktitle={Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI)}, author={Lienen, Christian and Nowosad, Alexander Philipp and Platzner, Marco} }
LibreCat
| DOI
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 43048
@inproceedings{Lienen_Middeke_Platzner_2023, title={fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications}, DOI={10.1109/IROS55552.2023.10341921}, booktitle={ Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, author={Lienen, Christian and Middeke, Sorel Horst and Platzner, Marco}, year={2023} }
LibreCat
| DOI
| Download (ext.)
2023 | Book Chapter | LibreCat-ID: 45888 | 
@inbook{Wehrheim_Platzner_Bodden_Schubert_Pauck_Jakobs_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Verifying Software and Reconfigurable Hardware Services}, volume={412}, DOI={10.5281/zenodo.8068583}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike and Platzner, Marco and Bodden, Eric and Schubert, Philipp and Pauck, Felix and Jakobs, Marie-Christine}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={125–144}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }
LibreCat
| Files available
| DOI
2023 | Book Chapter | LibreCat-ID: 45893 |
@inbook{Hansmeier_Kenter_Meyer_Riebler_Platzner_Plessl_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Compute Centers I: Heterogeneous Execution Environments}, volume={412}, DOI={10.5281/zenodo.8068642}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Hansmeier, Tim and Kenter, Tobias and Meyer, Marius and Riebler, Heinrich and Platzner, Marco and Plessl, Christian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={165–182}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }
LibreCat
| Files available
| DOI
2023 | Book Chapter | LibreCat-ID: 45899 |
@inbook{Boschmann_Clausing_Jentzsch_Ghasemzadeh Mohammadi_Platzner_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Flexible Industrial Analytics on Reconfigurable Systems-On-Chip}, volume={412}, DOI={10.5281/zenodo.8068713}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Boschmann, Alexander and Clausing, Lennart and Jentzsch, Felix and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={225–236}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }
LibreCat
| Files available
| DOI
2023 | Mastersthesis | LibreCat-ID: 54127
@book{Anantha Rao_2023, title={Efficient Neural Network Inference for Velocity Estimation in Athletic Relay Races on a Microcontroller}, publisher={Paderborn University}, author={Anantha Rao, Deepak Bhardwaj}, year={2023} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 53435
@inproceedings{Jentzsch_2023, title={Hardware-Aware AutoML for Exploration of Custom FPGA Accelerators for RadioML}, DOI={10.1109/fpl60245.2023.00066}, booktitle={2023 33rd International Conference on Field-Programmable Logic and Applications (FPL)}, publisher={IEEE}, author={Jentzsch, Felix}, year={2023} }
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